Multi-Type Preference Learning: Empowering Preference-Based
Reinforcement Learning with Equal Preferences

Multi-Type Preference Learning: Empowering Preference-Based Reinforcement Learning with Equal Preferences

11 September 2024

Liang He

Papers citing "Multi-Type Preference Learning: Empowering Preference-Based Reinforcement Learning with Equal Preferences"

8 / 8 papers shown

Title
Exploiting Unlabeled Data for Feedback Efficient Human Preference based Reinforcement Learning Mudit Verma Siddhant Bhambri Subbarao Kambhampati 54 4 0 17 Feb 2023
Few-Shot Preference Learning for Human-in-the-Loop RL Joey Hejna Dorsa Sadigh OffRL 90 96 0 06 Dec 2022
B-Pref: Benchmarking Preference-Based Reinforcement Learning Kimin Lee Laura M. Smith Anca Dragan Pieter Abbeel OffRL 73 97 0 04 Nov 2021
PEBBLE: Feedback-Efficient Interactive Reinforcement Learning via Relabeling Experience and Unsupervised Pre-training Kimin Lee Laura M. Smith Pieter Abbeel OffRL 58 284 0 09 Jun 2021
Avoiding Side Effects in Complex Environments Alexander Matt Turner Neale Ratzlaff Prasad Tadepalli 51 34 0 11 Jun 2020
DeepMind Control Suite Yuval Tassa Yotam Doron Alistair Muldal Tom Erez Yazhe Li ... A. Abdolmaleki J. Merel Andrew Lefrancq Timothy Lillicrap Martin Riedmiller ELM LM&Ro BDL 127 1,133 0 02 Jan 2018
Self-supervised Deep Reinforcement Learning with Generalized Computation Graphs for Robot Navigation G. Kahn Adam R. Villaflor Bosen Ding Pieter Abbeel Sergey Levine SSL 84 287 0 29 Sep 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 502 2,217 0 25 Jul 2017